Arrest-associated transcriptional programmes outweigh apoptosis-associated programmes in treatment-naive pancreatic ductal adenocarcinoma
Background: Pancreatic ductal adenocarcinoma (PDAC) is driven by mutant KRAS, and RAS inhibitors now extend survival in previously treated metastatic disease. Whether treatment shrinks a tumour or only halts its growth depends partly on whether cancer cells die or stop dividing, yet how untreated PDAC cells are balanced between these programmes is unknown. Aims: We aimed to characterise the balance between apoptosis-associated and arrest-associated transcriptional programmes in treatment-naive PDAC and to examine their relationships with tumour subtype, TGM2 expression, tissue organisation, survival and drug sensitivity. Methods and results: We scored 52,999 malignant cells from 18 untreated patients in the Hwang atlas using a transcriptional contrast between genes associated with apoptosis and genes associated with resistance to apoptosis or cell-cycle arrest. In every patient the contrast was shifted toward the arrest-associated side: using equality between the two sides as the dividing threshold, 86.3% of cells with an informative score fell on that side, although the proportion depends on the threshold chosen. The shift recurred in the independent Steele atlas (median 71.6% per sample, range 37.1% to 90.8%). In the discovery cohort, tumours with higher basal-like scores had fewer arrest-side cells, and TGM2 expression was modestly higher on the arrest-associated side in both cohorts. The contrast did not track cell-line drug sensitivity or survival in bulk tumours. Conclusion: Untreated PDAC cells show a reproducible transcriptional bias toward anti-apoptotic and cell-cycle-arrest programmes. Whether this bias predicts cellular responses to treatment remains to be tested.
Authors
- Aderinsola T Adelaja (ORCID: https://orcid.org/0000-0003-4829-9366)
- Chukwuemeka Obuekwe (ORCID: https://orcid.org/0000-0003-0293-0693)
- Blessing Toyosi Ogunoye (ORCID: https://orcid.org/0009-0007-8300-9260)
- Adewunmi Akingbola (ORCID: https://orcid.org/0000-0001-7245-0340)
- Abiodun Christopher Adegbesan
- Jude Ossai (ORCID: https://orcid.org/0000-0002-4430-5274)
Institutions
- Newark Beth Israel Medical Center (US)
- University of Tasmania (AU)
- University of Oxford (GB)
- Obafemi Awolowo University Teaching Hospitals Complex (NG)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-11-06
- DOI
- https://doi.org/10.64898/2026.11.04.764269
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- preprint